Charles Gray

Datapunk, Founder Of The Good Enough Data & Systems Lab

Canberra, Australia
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Summary

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Senior
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Top School
Charles Gray is a data scientist and founder of the Good Enough Data & Systems Lab with a decade of experience designing interpretable, governance-ready intelligence systems that bridge research rigor and production data engineering. With a PhD in statistics and a background spanning academia, industry analytics, and platform engineering, he specialises in making complex algorithms auditable and useful for stakeholders—from ESG reporting to game analytics. He’s built data products and modernised stacks in large organisations, emphasising reproducible workflows, FAIR principles, and transparent communication between engineers and business owners. A reformed musician turned computational metascientist, he brings an unusual blend of creative discipline and methodological skepticism to ethical AI and applied data practice.
code10 years of coding experience
job5 years of employment as a software developer
bookDoctor of Philosophy (PhD) Statistics (governance of data science reproducibility data simulation mathematical statistics), Doctor of Philosophy (PhD) Statistics (governance of data science reproducibility data simulation mathematical statistics) at La Trobe University
bookThe University of Melbourne
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Stackoverflow

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Github Skills (128)

meta-analysis10
simulate9
tidyverse9
r-language9
meta9
tidymodels9
r-package9
missing-data9
data-vizualisation8
science8
dplyr8
tidy8
broom8
r8
r-stats8

Programming languages (6)

RCSSC++TeXJavaScriptHTML

Github contributions (5)

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softloud/varameta

Jul 2018 - Mar 2019

Avert your eyes, children
Contributions:54 PRs, 54 pushes, 20 branches in 8 months
eyes
softloud/panda

Dec 2019 - Jan 2023

The pandas speak my words.
Contributions:4 PRs, 10 pushes, 2 branches in 3 years 1 month
pythondata-sciencewordsspeakpandas
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Charles Gray - Datapunk, Founder Of The Good Enough Data & Systems Lab